bugga_bear p parameter set dither¶
In [1]:
import warnings
warnings.filterwarnings('ignore')
import time
whole_page_start_time = time.time()
import os
import sys
import inspect
import tempfile
import skimage.io as im_io
from PIL import TiffImagePlugin as tip
from PIL.TiffImagePlugin import Image
import matplotlib.pyplot as pyplot
sys.path.insert(0, '../src/')
sys.path.insert(0, 'scalygraphic/src/')
from im_scale_products import *
from impute_color import *
def get_test_domain_dict(it_max=None, scale_dist=None):
""" Usage:
domain_dict = get_center_domain_dict(it_max, scale_dist)
"""
if it_max is None:
it_max = 64
if scale_dist is None:
scale_dist = 12
domain_dict = get_default_domain_dict()
domain_dict['it_max'] = it_max
domain_dict['max_d'] = scale_dist / domain_dict['zoom']
domain_dict['n_rows'] = 255
domain_dict['n_cols'] = 255
return domain_dict
def get_results_gray_set(list_tuple, domain_dict):
""" Usage: new_im = get_results_gray_set(list_tuple, domain_dict)
"""
ET, Z, Z0 = eq_iter.get_primitives(list_tuple, domain_dict)
Zd_n2, Zr_n2, ETn_n2 = etg_norm(Z0, Z, ET)
g_im_et = primitive_2_gray(ETn_n2)
# complex result vectors: distance component
g_im_Zd = primitive_2_gray(Zd_n2)
# complex result vectors: rotation component
g_im_Zr = primitive_2_gray(Zr_n2)
im_gray = get_gray_im(ET, Z, Z0)
im_list = [g_im_et, g_im_Zd, g_im_Zr, im_gray]
new_im = cat_im_list_hori(im_list)
return new_im
def display_calc_result(list_tuple, domain_dict):
""" Usage: (None) display_calc_result(list_tuple, domain_dict)
"""
t0 = time.time()
new_im = get_results_gray_set(list_tuple, domain_dict)
tt = time.time() - t0
print('domain & run constraints:')
for k, v in domain_dict.items():
print('%30s: %s'%(k,v))
print('\n')
print('%20s: %0.6f seconds\n%20s:'%(fcn_name, tt, 'parameters'), p)
print('\n%15s%30s%30s%30s'%('ET','Zd','Zr', 'All'))
display(new_im)
def display_source(fctn_hndl):
""" Usage: (None) display_source(fctn_hndl)
print the source code for a givin function
"""
S = inspect.getsource(fctn_hndl)
print(S)
def dither_pars(p, dither_f=0.10):
""" Usage: p = dither_pars(p, dither_f=0.10)
dither a parameter set
"""
return p * (1 + np.random.randn(len(p)) * dither_f)
print('\t\t\tDomain dictionary for test:')
domain_dict = get_test_domain_dict()
for k, v in domain_dict.items():
print(k,v)
print('\n\tEnumeration of available functions: tuples of (Name, function_handle)\n')
for k, v in name_functionhandle_dict.items():
print('%3i %25s'%(k, v[0]), v[1])
Domain dictionary for test: center_point 0j zoom 0.5 theta 0.0 it_max 64 max_d 24.0 n_rows 255 n_cols 255 Enumeration of available functions: tuples of (Name, function_handle) 0 ElGato <function ElGato at 0x7f8658996f28> 1 IslaLace <function IslaLace at 0x7f8658996d08> 2 ItchicuPpwrF <function ItchicuPpwrF at 0x7f8658996e18> 3 Nautuliz <function Nautuliz at 0x7f8658996a60> 4 RoyalZ <function RoyalZ at 0x7f8658996d90> 5 bugga_bear <function bugga_bear at 0x7f8658996840> 6 de_Okeeffe <function de_Okeeffe at 0x7f8658996c80> 7 decPwrAFx <function decPwrAFx at 0x7f8658996b70> 8 dreadSkull <function dreadSkull at 0x7f8658996bf8> 9 nlC3 <function nlC3 at 0x7f8658996ae8> 10 plC6 <function plC6 at 0x7f8658996ea0> 11 snflk <function snflk at 0x7f865899d0d0> 12 starfish_ish <function starfish_ish at 0x7f8658996950> 13 starfish_ish_II <function starfish_ish_II at 0x7f86589969d8> 14 thunderHead <function thunderHead at 0x7f865899d048>
In [2]:
dither_f = 0.1
scale_dist = 12
domain_dict = get_test_domain_dict()
domain_dict['zoom'] = 0.11111
fcn_number = 5
fcn_name, fcn = name_functionhandle_dict[fcn_number][0], name_functionhandle_dict[fcn_number][1]
p = p = fcn(0.0, None)
print(p)
list_tuple = [(fcn, (p))]
p = dither_pars(p, dither_f)
print(p)
display_source(fcn)
domain_dict['max_d'] = scale_dist / domain_dict['zoom']
display_calc_result(list_tuple, domain_dict)
[-0.85161229, 3.2197212063585856, -88.14578913619096]
[ -0.93761062 3.21501639 -91.65033103]
def bugga_bear(Z, p, Z0=None, ET=None):
""" Z = bugga_bear(Z, p)
Args:
Z: a real or complex number
p: a real of complex number
Returns:
Z: the result (complex)
"""
EPSILON = 1e-15
if p is None:
return [-0.851612290000, 3.2197212063585856, -88.14578913619096]
if Z == 0.0+0.0j:
return np.Inf
c = np.sqrt(np.pi)
try:
for n in range(1, len(p)+1):
Zok = np.isfinite(Z)
if Zok and np.abs(Z) != 0:
Z = 1 / Z - Z**( n * (Z**p[n-1]) / c)
elif Zok:
Z = 1 / EPSILON - Z**( n * (Z**p[n-1] ) / c)
except:
pass
return Z
domain & run constraints:
center_point: 0j
zoom: 0.11111
theta: 0.0
it_max: 64
max_d: 108.00108001080011
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpnbgw46mn
bugga_bear: 7.585736 seconds
parameters: [ -0.93761062 3.21501639 -91.65033103]
ET Zd Zr All
In [ ]:
parameters = [-0.851612290000, 3.2197212063585856, -88.14578913619096]
In [ ]:
# def dither_pars(p, dither_f=0.10):
# """ Usage: p = dither_pars(p, dither_f=0.10)
# dither a parameter set
# """
# return p * (1 + np.random.randn(len(p)) * dither_f)
dither_f = 0.1
parameters = [-0.851612290000, 3.2197212063585856, -88.14578913619096]
print(parameters, '\n', dither_pars(parameters, dither_f))
In [3]:
"""
bugga_bear exploration - parameters
"""
dither_f = 0.1
number_p_variations = 10
parameters = [-0.851612290000, 3.2197212063585856, -88.14578913619096]
# scale dist == multiplier of domain diagonal to get escape distance
scale_dist = 12
domain_dict = get_test_domain_dict()
fcn_number = 5
fcn_name, fcn = name_functionhandle_dict[fcn_number][0], name_functionhandle_dict[fcn_number][1]
display_source(fcn)
for k in range(number_p_variations):
p = dither_pars(parameters, dither_f)
list_tuple = [(fcn, (p))]
print('\n\n\t\t\tparameter set %i of %i\n'%(k, number_p_variations))
zoom_fact_list = [1/((1+k)**k) for k in range(0, 4)]
n_to_go = len(zoom_fact_list)
print('Zoom %i times'%(n_to_go))
for zoom_fact in zoom_fact_list:
domain_dict['zoom'] = zoom_fact
domain_dict['max_d'] = scale_dist / domain_dict['zoom']
print('\t\t%i to go'%(n_to_go))
n_to_go -= 1
display_calc_result(list_tuple, domain_dict)
def bugga_bear(Z, p, Z0=None, ET=None):
""" Z = bugga_bear(Z, p)
Args:
Z: a real or complex number
p: a real of complex number
Returns:
Z: the result (complex)
"""
EPSILON = 1e-15
if p is None:
return [-0.851612290000, 3.2197212063585856, -88.14578913619096]
if Z == 0.0+0.0j:
return np.Inf
c = np.sqrt(np.pi)
try:
for n in range(1, len(p)+1):
Zok = np.isfinite(Z)
if Zok and np.abs(Z) != 0:
Z = 1 / Z - Z**( n * (Z**p[n-1]) / c)
elif Zok:
Z = 1 / EPSILON - Z**( n * (Z**p[n-1] ) / c)
except:
pass
return Z
parameter set 0 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpx2zcjac3
bugga_bear: 4.931075 seconds
parameters: [ -0.90456354 2.95967303 -97.98542961]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpn1ti3owo
bugga_bear: 2.401719 seconds
parameters: [ -0.90456354 2.95967303 -97.98542961]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpwa8vzrpk
bugga_bear: 2.031149 seconds
parameters: [ -0.90456354 2.95967303 -97.98542961]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpvzqtsvm5
bugga_bear: 0.995122 seconds
parameters: [ -0.90456354 2.95967303 -97.98542961]
ET Zd Zr All
parameter set 1 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp87ow1lpb
bugga_bear: 4.390986 seconds
parameters: [ -0.87151537 3.13123393 -93.08549654]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpc24evn2c
bugga_bear: 2.254433 seconds
parameters: [ -0.87151537 3.13123393 -93.08549654]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpqnpx4m8i
bugga_bear: 3.073818 seconds
parameters: [ -0.87151537 3.13123393 -93.08549654]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpku__1tta
bugga_bear: 6.193998 seconds
parameters: [ -0.87151537 3.13123393 -93.08549654]
ET Zd Zr All
parameter set 2 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp7141dafq
bugga_bear: 1.020512 seconds
parameters: [ -0.9048993 3.34242464 -72.45308385]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp_s5uriti
bugga_bear: 1.124167 seconds
parameters: [ -0.9048993 3.34242464 -72.45308385]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp9bufeuwx
bugga_bear: 1.229492 seconds
parameters: [ -0.9048993 3.34242464 -72.45308385]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpo0x7mkod
bugga_bear: 1.236262 seconds
parameters: [ -0.9048993 3.34242464 -72.45308385]
ET Zd Zr All
parameter set 3 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp2pd0iye4
bugga_bear: 1.014484 seconds
parameters: [ -0.77139161 3.44990464 -92.20960569]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp4yemkbj2
bugga_bear: 1.118136 seconds
parameters: [ -0.77139161 3.44990464 -92.20960569]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpl2jvz5q9
bugga_bear: 1.225268 seconds
parameters: [ -0.77139161 3.44990464 -92.20960569]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpr6aydvmc
bugga_bear: 1.345455 seconds
parameters: [ -0.77139161 3.44990464 -92.20960569]
ET Zd Zr All
parameter set 4 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpbilpt1bu
bugga_bear: 8.829105 seconds
parameters: [ -0.86281928 2.72516845 -87.77402482]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmplqo23ss_
bugga_bear: 4.908257 seconds
parameters: [ -0.86281928 2.72516845 -87.77402482]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpt9nlf1lj
bugga_bear: 10.120098 seconds
parameters: [ -0.86281928 2.72516845 -87.77402482]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp1dccbwcg
bugga_bear: 13.513150 seconds
parameters: [ -0.86281928 2.72516845 -87.77402482]
ET Zd Zr All
parameter set 5 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp6n3lwa7q
bugga_bear: 11.845137 seconds
parameters: [ -0.87146455 2.45614119 -90.1373283 ]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp0co6phzd
bugga_bear: 11.165116 seconds
parameters: [ -0.87146455 2.45614119 -90.1373283 ]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpurb94pv8
bugga_bear: 10.674283 seconds
parameters: [ -0.87146455 2.45614119 -90.1373283 ]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpkzvxpc23
bugga_bear: 11.711587 seconds
parameters: [ -0.87146455 2.45614119 -90.1373283 ]
ET Zd Zr All
parameter set 6 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpvn1h7ofs
bugga_bear: 1.037789 seconds
parameters: [ -0.84722495 3.43198634 -98.52152314]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpcndjw1is
bugga_bear: 1.145021 seconds
parameters: [ -0.84722495 3.43198634 -98.52152314]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpw4j2_tsc
bugga_bear: 1.057883 seconds
parameters: [ -0.84722495 3.43198634 -98.52152314]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpyunzws0_
bugga_bear: 1.182456 seconds
parameters: [ -0.84722495 3.43198634 -98.52152314]
ET Zd Zr All
parameter set 7 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp_5rvinz0
bugga_bear: 5.383029 seconds
parameters: [ -0.78685987 3.24117277 -101.26995436]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp7__kbkm0
bugga_bear: 3.768165 seconds
parameters: [ -0.78685987 3.24117277 -101.26995436]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpc5bxwbde
bugga_bear: 9.090625 seconds
parameters: [ -0.78685987 3.24117277 -101.26995436]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp0k491mi4
bugga_bear: 12.529651 seconds
parameters: [ -0.78685987 3.24117277 -101.26995436]
ET Zd Zr All
parameter set 8 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpei8pfr1e
bugga_bear: 9.654580 seconds
parameters: [ -0.78851536 2.65550134 -102.39063062]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp40uj9nqc
bugga_bear: 6.905245 seconds
parameters: [ -0.78851536 2.65550134 -102.39063062]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp8q_si69i
bugga_bear: 8.203105 seconds
parameters: [ -0.78851536 2.65550134 -102.39063062]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp92dy8q_9
bugga_bear: 8.652484 seconds
parameters: [ -0.78851536 2.65550134 -102.39063062]
ET Zd Zr All
parameter set 9 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpgzwzvtqe
bugga_bear: 1.413068 seconds
parameters: [ -0.92020847 3.22102218 -87.95605572]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp9sd7rssg
bugga_bear: 1.294298 seconds
parameters: [ -0.92020847 3.22102218 -87.95605572]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpiodw2zog
bugga_bear: 1.698871 seconds
parameters: [ -0.92020847 3.22102218 -87.95605572]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpuef8n5ti
bugga_bear: 1.790140 seconds
parameters: [ -0.92020847 3.22102218 -87.95605572]
ET Zd Zr All
In [4]:
"""
bugga_bear exploration - parameters
"""
dither_f = 0.3
number_p_variations = 10
parameters = [-0.851612290000, 3.2197212063585856, -88.14578913619096]
# scale dist == multiplier of domain diagonal to get escape distance
scale_dist = 12
domain_dict = get_test_domain_dict()
fcn_number = 5
fcn_name, fcn = name_functionhandle_dict[fcn_number][0], name_functionhandle_dict[fcn_number][1]
display_source(fcn)
for k in range(number_p_variations):
# p = p = fcn(0.0, None)
p = dither_pars(parameters, dither_f)
list_tuple = [(fcn, (p))]
print('\n\n\t\t\tparameter set %i of %i\n'%(k, number_p_variations))
zoom_fact_list = [1/((1+k)**k) for k in range(0, 4)]
n_to_go = len(zoom_fact_list)
print('Zoom %i times'%(n_to_go))
for zoom_fact in zoom_fact_list:
domain_dict['zoom'] = zoom_fact
domain_dict['max_d'] = scale_dist / domain_dict['zoom']
print('\t\t%i to go'%(n_to_go))
n_to_go -= 1
display_calc_result(list_tuple, domain_dict)
def bugga_bear(Z, p, Z0=None, ET=None):
""" Z = bugga_bear(Z, p)
Args:
Z: a real or complex number
p: a real of complex number
Returns:
Z: the result (complex)
"""
EPSILON = 1e-15
if p is None:
return [-0.851612290000, 3.2197212063585856, -88.14578913619096]
if Z == 0.0+0.0j:
return np.Inf
c = np.sqrt(np.pi)
try:
for n in range(1, len(p)+1):
Zok = np.isfinite(Z)
if Zok and np.abs(Z) != 0:
Z = 1 / Z - Z**( n * (Z**p[n-1]) / c)
elif Zok:
Z = 1 / EPSILON - Z**( n * (Z**p[n-1] ) / c)
except:
pass
return Z
parameter set 0 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpqm6cftd2
bugga_bear: 1.019621 seconds
parameters: [ -0.923769 3.73628618 -99.60889974]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpp2sf5fzu
bugga_bear: 1.031257 seconds
parameters: [ -0.923769 3.73628618 -99.60889974]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpy7qbng8o
bugga_bear: 1.106009 seconds
parameters: [ -0.923769 3.73628618 -99.60889974]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpz3q5wurt
bugga_bear: 1.093312 seconds
parameters: [ -0.923769 3.73628618 -99.60889974]
ET Zd Zr All
parameter set 1 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpqjknmiwp
bugga_bear: 2.846267 seconds
parameters: [ -1.20186535 3.3401116 -120.18132327]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp2o2flvqx
bugga_bear: 3.711940 seconds
parameters: [ -1.20186535 3.3401116 -120.18132327]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp19fbg49p
bugga_bear: 5.563293 seconds
parameters: [ -1.20186535 3.3401116 -120.18132327]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpnkghnovb
bugga_bear: 3.267247 seconds
parameters: [ -1.20186535 3.3401116 -120.18132327]
ET Zd Zr All
parameter set 2 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp5ocl3k9g
bugga_bear: 0.909321 seconds
parameters: [ -0.91991541 3.98379703 -80.75640316]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp9ufiguzy
bugga_bear: 1.007516 seconds
parameters: [ -0.91991541 3.98379703 -80.75640316]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpb1e5g4qp
bugga_bear: 1.122374 seconds
parameters: [ -0.91991541 3.98379703 -80.75640316]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpl30hldct
bugga_bear: 1.337279 seconds
parameters: [ -0.91991541 3.98379703 -80.75640316]
ET Zd Zr All
parameter set 3 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp54jakvqm
bugga_bear: 9.498601 seconds
parameters: [ -0.94975137 3.59060032 -61.47383633]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpa7mc5xs2
bugga_bear: 11.366994 seconds
parameters: [ -0.94975137 3.59060032 -61.47383633]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpxbi_v6fp
bugga_bear: 15.583699 seconds
parameters: [ -0.94975137 3.59060032 -61.47383633]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpo4k_clw6
bugga_bear: 17.035996 seconds
parameters: [ -0.94975137 3.59060032 -61.47383633]
ET Zd Zr All
parameter set 4 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp3s_k4xvp
bugga_bear: 1.014308 seconds
parameters: [ -1.10615996 3.16222318 -104.89464315]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpjorbwxa4
bugga_bear: 1.013306 seconds
parameters: [ -1.10615996 3.16222318 -104.89464315]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpk78qd61n
bugga_bear: 1.216152 seconds
parameters: [ -1.10615996 3.16222318 -104.89464315]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpr0e3c9ti
bugga_bear: 1.221325 seconds
parameters: [ -1.10615996 3.16222318 -104.89464315]
ET Zd Zr All
parameter set 5 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpn6f8sayj
bugga_bear: 15.276252 seconds
parameters: [ -0.71210516 1.91171706 -43.2142637 ]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpr1yqzr1c
bugga_bear: 16.957731 seconds
parameters: [ -0.71210516 1.91171706 -43.2142637 ]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpdr5tt5_3
bugga_bear: 17.445177 seconds
parameters: [ -0.71210516 1.91171706 -43.2142637 ]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp8guylkg5
bugga_bear: 17.180861 seconds
parameters: [ -0.71210516 1.91171706 -43.2142637 ]
ET Zd Zr All
parameter set 6 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp7s05sib6
bugga_bear: 11.485007 seconds
parameters: [ -0.8572931 2.47358259 -57.66796882]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp5fktzwlk
bugga_bear: 10.561678 seconds
parameters: [ -0.8572931 2.47358259 -57.66796882]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp8a4bhmc4
bugga_bear: 10.628193 seconds
parameters: [ -0.8572931 2.47358259 -57.66796882]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpdhijbgdn
bugga_bear: 10.474199 seconds
parameters: [ -0.8572931 2.47358259 -57.66796882]
ET Zd Zr All
parameter set 7 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpm_yb4og5
bugga_bear: 1.398303 seconds
parameters: [ -0.56984265 2.59339089 -62.13111763]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmprcwpivva
bugga_bear: 1.183300 seconds
parameters: [ -0.56984265 2.59339089 -62.13111763]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpqwhe99cd
bugga_bear: 1.149407 seconds
parameters: [ -0.56984265 2.59339089 -62.13111763]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp8xed0q8o
bugga_bear: 1.156740 seconds
parameters: [ -0.56984265 2.59339089 -62.13111763]
ET Zd Zr All
parameter set 8 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpzhz4e5sw
bugga_bear: 1.045239 seconds
parameters: [ -0.77782548 4.10558777 -89.71982057]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmprrt735x0
bugga_bear: 1.052548 seconds
parameters: [ -0.77782548 4.10558777 -89.71982057]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpubhgvv2m
bugga_bear: 1.154368 seconds
parameters: [ -0.77782548 4.10558777 -89.71982057]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmps8kegl7o
bugga_bear: 1.128459 seconds
parameters: [ -0.77782548 4.10558777 -89.71982057]
ET Zd Zr All
parameter set 9 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpla5zraz7
bugga_bear: 1.025994 seconds
parameters: [ -0.36421488 1.09121788 -61.16351066]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpni6akh8r
bugga_bear: 1.048191 seconds
parameters: [ -0.36421488 1.09121788 -61.16351066]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpl57c1lks
bugga_bear: 1.140704 seconds
parameters: [ -0.36421488 1.09121788 -61.16351066]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpcr444k3d
bugga_bear: 1.140471 seconds
parameters: [ -0.36421488 1.09121788 -61.16351066]
ET Zd Zr All
In [5]:
"""
bugga_bear exploration - parameters
"""
dither_f = 0.05
number_p_variations = 10
parameters = [-0.851612290000, 3.2197212063585856, -88.14578913619096]
# scale dist == multiplier of domain diagonal to get escape distance
scale_dist = 12
domain_dict = get_test_domain_dict()
fcn_number = 5
fcn_name, fcn = name_functionhandle_dict[fcn_number][0], name_functionhandle_dict[fcn_number][1]
display_source(fcn)
for k in range(number_p_variations):
# p = p = fcn(0.0, None)
p = dither_pars(parameters, dither_f)
list_tuple = [(fcn, (p))]
print('\n\n\t\t\tparameter set %i of %i\n'%(k, number_p_variations))
zoom_fact_list = [1/((1+k)**k) for k in range(0, 4)]
n_to_go = len(zoom_fact_list)
print('Zoom %i times'%(n_to_go))
for zoom_fact in zoom_fact_list:
domain_dict['zoom'] = zoom_fact
domain_dict['max_d'] = scale_dist / domain_dict['zoom']
print('\t\t%i to go'%(n_to_go))
n_to_go -= 1
display_calc_result(list_tuple, domain_dict)
def bugga_bear(Z, p, Z0=None, ET=None):
""" Z = bugga_bear(Z, p)
Args:
Z: a real or complex number
p: a real of complex number
Returns:
Z: the result (complex)
"""
EPSILON = 1e-15
if p is None:
return [-0.851612290000, 3.2197212063585856, -88.14578913619096]
if Z == 0.0+0.0j:
return np.Inf
c = np.sqrt(np.pi)
try:
for n in range(1, len(p)+1):
Zok = np.isfinite(Z)
if Zok and np.abs(Z) != 0:
Z = 1 / Z - Z**( n * (Z**p[n-1]) / c)
elif Zok:
Z = 1 / EPSILON - Z**( n * (Z**p[n-1] ) / c)
except:
pass
return Z
parameter set 0 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpq2yzpohf
bugga_bear: 4.413250 seconds
parameters: [ -0.88384258 3.18437439 -86.37910797]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpmw68qbtv
bugga_bear: 50.075573 seconds
parameters: [ -0.88384258 3.18437439 -86.37910797]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmptesoo2f5
bugga_bear: 7.008441 seconds
parameters: [ -0.88384258 3.18437439 -86.37910797]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp3_hp_uya
bugga_bear: 14.399528 seconds
parameters: [ -0.88384258 3.18437439 -86.37910797]
ET Zd Zr All
parameter set 1 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp68xuzdzh
bugga_bear: 5.236683 seconds
parameters: [ -0.91793683 2.99268015 -84.94405062]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpufao1g2i
bugga_bear: 2.168762 seconds
parameters: [ -0.91793683 2.99268015 -84.94405062]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpf5qozh0x
bugga_bear: 1.344059 seconds
parameters: [ -0.91793683 2.99268015 -84.94405062]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmplp5mld14
bugga_bear: 1.224506 seconds
parameters: [ -0.91793683 2.99268015 -84.94405062]
ET Zd Zr All
parameter set 2 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpqat7zeix
bugga_bear: 5.226459 seconds
parameters: [ -0.83209242 3.00822521 -83.3533324 ]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpq2bopmb6
bugga_bear: 2.197332 seconds
parameters: [ -0.83209242 3.00822521 -83.3533324 ]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp6c6re5ak
bugga_bear: 1.677512 seconds
parameters: [ -0.83209242 3.00822521 -83.3533324 ]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp1h7fgaw_
bugga_bear: 1.167076 seconds
parameters: [ -0.83209242 3.00822521 -83.3533324 ]
ET Zd Zr All
parameter set 3 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpnfiazksl
bugga_bear: 4.543700 seconds
parameters: [ -0.87362064 3.0577648 -92.02334315]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpr6qakckx
bugga_bear: 2.204712 seconds
parameters: [ -0.87362064 3.0577648 -92.02334315]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpwotsemw3
bugga_bear: 1.475812 seconds
parameters: [ -0.87362064 3.0577648 -92.02334315]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpan1c4jmt
bugga_bear: 1.167822 seconds
parameters: [ -0.87362064 3.0577648 -92.02334315]
ET Zd Zr All
parameter set 4 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpaeq8b3gi
bugga_bear: 1.254913 seconds
parameters: [ -0.86984609 3.3584302 -83.2368426 ]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp7padzhsl
bugga_bear: 1.259499 seconds
parameters: [ -0.86984609 3.3584302 -83.2368426 ]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpacbaobi9
bugga_bear: 1.452045 seconds
parameters: [ -0.86984609 3.3584302 -83.2368426 ]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmplh5f9dgb
bugga_bear: 1.559710 seconds
parameters: [ -0.86984609 3.3584302 -83.2368426 ]
ET Zd Zr All
parameter set 5 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpk_lmnhml
bugga_bear: 4.250398 seconds
parameters: [ -0.90160273 3.1183662 -90.23432738]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp2x3e9mbf
bugga_bear: 2.315698 seconds
parameters: [ -0.90160273 3.1183662 -90.23432738]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp16fh9ssf
bugga_bear: 2.208283 seconds
parameters: [ -0.90160273 3.1183662 -90.23432738]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp4vng09mz
bugga_bear: 5.784409 seconds
parameters: [ -0.90160273 3.1183662 -90.23432738]
ET Zd Zr All
parameter set 6 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp192h3xqd
bugga_bear: 6.402382 seconds
parameters: [ -0.81146264 3.31907644 -88.06370016]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpzxzfh598
bugga_bear: 5.068289 seconds
parameters: [ -0.81146264 3.31907644 -88.06370016]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmps15shnoz
bugga_bear: 11.298342 seconds
parameters: [ -0.81146264 3.31907644 -88.06370016]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp03hodxgn
bugga_bear: 15.499496 seconds
parameters: [ -0.81146264 3.31907644 -88.06370016]
ET Zd Zr All
parameter set 7 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpiyhyww18
bugga_bear: 4.459374 seconds
parameters: [ -0.8651611 3.16376185 -89.99856096]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpj70ros1k
bugga_bear: 2.613831 seconds
parameters: [ -0.8651611 3.16376185 -89.99856096]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmppt4g65d_
bugga_bear: 6.401030 seconds
parameters: [ -0.8651611 3.16376185 -89.99856096]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpyv7give2
bugga_bear: 10.890467 seconds
parameters: [ -0.8651611 3.16376185 -89.99856096]
ET Zd Zr All
parameter set 8 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp2flzrmhy
bugga_bear: 4.370281 seconds
parameters: [ -0.85080667 3.12718451 -77.69825202]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmphlm7k0su
bugga_bear: 2.310607 seconds
parameters: [ -0.85080667 3.12718451 -77.69825202]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpgq03s8xp
bugga_bear: 2.291864 seconds
parameters: [ -0.85080667 3.12718451 -77.69825202]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp6gp4522l
bugga_bear: 3.744970 seconds
parameters: [ -0.85080667 3.12718451 -77.69825202]
ET Zd Zr All
parameter set 9 of 10
Zoom 4 times
4 to go
domain & run constraints:
center_point: 0j
zoom: 1.0
theta: 0.0
it_max: 64
max_d: 12.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpkke0fvn4
bugga_bear: 5.404945 seconds
parameters: [ -0.81926756 2.94726327 -88.39489666]
ET Zd Zr All
3 to go
domain & run constraints:
center_point: 0j
zoom: 0.5
theta: 0.0
it_max: 64
max_d: 24.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmp18z9kfrb
bugga_bear: 2.711808 seconds
parameters: [ -0.81926756 2.94726327 -88.39489666]
ET Zd Zr All
2 to go
domain & run constraints:
center_point: 0j
zoom: 0.1111111111111111
theta: 0.0
it_max: 64
max_d: 108.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmptjn053vv
bugga_bear: 2.793277 seconds
parameters: [ -0.81926756 2.94726327 -88.39489666]
ET Zd Zr All
1 to go
domain & run constraints:
center_point: 0j
zoom: 0.015625
theta: 0.0
it_max: 64
max_d: 768.0
n_rows: 255
n_cols: 255
tmp_dir: /var/folders/7y/bf1fndjd1w3_qjbnrmb3n_4m0000gn/T/tmpwq63g29b
bugga_bear: 1.477723 seconds
parameters: [ -0.81926756 2.94726327 -88.39489666]
ET Zd Zr All
In [6]:
whole_page_run_time = time.time() - whole_page_start_time
print('discontinued whole page timer')
print('Total Time - Run all Cells, 30 variations = %im %0.3fs'%(whole_page_run_time//60, whole_page_run_time%60))
discontinued whole page timer Total Time - Run all Cells, 30 variations = 20m 31.036s
In [ ]:
"""
Nov 12, 2019 run all 15 available (chance-known eq parameters) - lukewarm frame
Total Time - Run all Cells = 16m 6.295s
"""
print('')
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